Learn Machine Learning
July 3rd, 2023
Math
- Math for Machine Learning - Weights & Biases
- Mathematics for Machine Learning - Marc Peter Deisenroth, A. Aldo Faisal and Cheng Soon Ong
Machine Learning
- Machine Learning Course - Andrew Ng
- An Introduction to Statistical Learning - Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani
Deep Learning
- Introduction to Deep Learning - MIT
- Deep Learning Lecture Series - DeepMind x UCL
- Deep Learning - Ian Goodfellow, Yoshua Bengio and Aaron Courville
Reinforcement Learning
- Reinforcement Learning Lecture Series - DeepMind x UCL
- Reinforcement Learning - Richard S. Sutton and Andrew G. Barto